Recurrent neural network based turbo decoding algorithms for different code rates
Sign Up to like & getrecommendations! Published in 2020 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2020.03.012
Abstract: Abstract Application of deep learning to error control coding is gaining special attention and neural network architectures on decoding are approached to compare with conventional ones. Turbo codes conventionally use BCJR algorithm for decoding. In… read more here.
Keywords: network; turbo decoder; recurrent neural; neural network ... See more keywords
Denoising-Based Turbo Compressed Sensing
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DOI: 10.1109/access.2017.2697978
Abstract: Turbo compressed sensing (Turbo-CS) is an efficient iterative algorithm for sparse signal recovery with partial orthogonal sensing matrices. In this paper, we extend the Turbo-CS algorithm to solve compressed sensing problems involving a more general… read more here.
Keywords: turbo compressed; compressed sensing; turbo; turbo algorithm ... See more keywords